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Difference or Relationship?               Difference Relationship       YES YES Nominal or Ordinal? Spearman's Rho       YES Nominal Ordinal       YES YES Chi Squared Related or Unrelated?       YES YES   Related Unrelated     YES YES   Wilcoxon's Matched pairs Mann Whitney U